ViSpec - Accelerating Vision-Language Models with Vision-Aware Speculative Decoding

November 5, 2025

QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models

October 30, 2025

SPECVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning

October 29, 2025

Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs

October 24, 2025